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Method for Customizable Automated Tagging: Addressing the Problem of Over-tagging and Under-tagging Text Documents
We apply LDA model over these complex document tags to generate a set of 765 unique "simple tags".
Logistic Ensemble Models
Predictive models that are developed in a regulated industry or a regulated application, like determination of credit worthiness, must be interpretable and rational (e. g., meaningful improvements in basic credit behavior must result in improved credit worthiness scores).
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